‘Everything’s from the inside out with PCOS’:exploring women’s experiences of living with Polycystic Ovary Syndrome (PCOS) and co-morbidities through Skype™ interviews

Polycystic ovary syndrome is an endocrine disorder affecting 1 in 10 women. Women with polycystic ovary syndrome can experience co-morbidities, including depressive symptoms. This research explores the experience of living with polycystic ovary syndrome and co-morbidities. Totally, 10 participants with polycystic ovary syndrome took part in Skype™ interviews and analysed using thematic analysis. Four themes emerged from the data: change (to life plans and changing nature of condition); support (healthcare professionals, education and relationships); co-morbidities (living with other conditions and depression, self-harm and suicidal ideation) and identity (feminine identity and us and them). The findings highlight the need for screening of women with polycystic ovary syndrome for depressive disorders.

The Use of Exit Interviews in the U.S Lodging Industry

This study investigated whether hotel managers systematically collected and analyzed data via employee exit interviews to determine why employees left jobs at their properties. Telephone interviews were conducted to determine whether exit interviews were conducted, what use was made of the interview data, and whether there was a relationship between the use of interviews and the level of turnover. Exit interviews appeared to be more common in larger properties and were used primarily for improving employment conditions, identifying problem areas, and providing closure for the employment relationship. There appeared to be an inverse relationship between the use of exit interviews and the level of turnover

Organizing and Interpreting Unstructured Qualitative Data

In the last several years there has been an increase in the amount of qualitative research using in-depth interviews and comprehensive content analyses in sport psychology. However, no explicit method has been provided to deal with the large amount of unstructured data. This article provides common guidelines for organizing and interpreting unstructured data. Two main operations are suggested and discussed: first, coding meaningful text segments, or creating tags, and second, regrouping similar text segments,or creating categories. Furthermore, software programs for the microcomputer are presented as away to facilitate the organization and interpretation of qualitative data

Barriers to working with people affected by cancer: Preliminary qualitative data from a mixed methods exploration of practitioner perspectives in nutritional therapy

Introduction: Cancer is a leading cause of death worldwide. Nutrition may affect occurrence, recurrence and survival rates and many cancer patients and survivors seek individualized nutrition advice. Appropriately skilled nutritional therapy (NT) practitioners may be well-placed to safely provide this advice, but little is known of their perspectives on working with people affected by cancer. This mixed-methods study seeks to explore their views on training, barriers to practice, use of evidence, and other resources, to support the development of safe evidence-based practice. Preliminary data on barriers to practice are reported here. Methods: Two cohorts of NT practitioners were recruited from all UK registered NT practitioners, by an on-line anonymous survey. 84 cancer practitioners (CP) and 165 non-cancer practitioners (NCP) were recruited. Mixed quantitative and qualitative data was collected by the survey. Content analysis was used to analyze qualitative data on the use of evidence, barriers to practice and perceived needs for working with clients with cancer, for further exploration using interviews and focus groups. Preliminary results: For the NCP cohort, exploring themes of perceived barriers to working with people affected by cancer suggested that perceived complexity, risk and need for caution in this area of practice were important barriers. Insufficient specialist knowledge and skills also emerged as barriers. Some NCPs perceived opposition from medical practitioners and other mainstream healthcare professions as an obstacle to starting cancer practice. To overcome these barriers, specialist training emerged as most important. For the CP cohort, in exploring the skills they considered enabled them to undertake cancer work, specialist clinical and technical knowledge emerged strongly. Only 10% CP participants did not want more work with people affected by cancer. 10% CPs reported some NHS referrals, whereas most received clients by self-referral or from other practitioners. When considering barriers that impede their cancer practice, the dominant categories for CPs were hostility or opposition by mainstream oncology professionals, and lack of dialogue and engagement with them. To overcome these barriers, CPs desired engagement with oncology professionals and recognized specialist cancer NT training. For both NCPs and CPs, evidence resources, practice guidelines and practitioner support networks also emerged as potential enablers to cancer practice. Conclusions: This is the first detailed exploration of NT practitioners’ perceived barriers to working with people affected by cancer. Acquiring specialist skills and knowledge appears important to enable NCPs to start cancer work, and for CPs with these skills, the perceived barriers appear foremost in the relationship with mainstream cancer professionals. Further exploration of these themes, and other NT practitioner perspectives on working with people affected by cancer, is underway. This work will inform and support the development of professional practice, training and other resources.

Big Data Analysis in Social Networks : Extracting Food Preferences of Vegans from Twitter

Market research is often conducted through conventional methods such as surveys, focus groups and interviews. But the drawbacks of these methods are that they can be costly and timeconsuming. This study develops a new method, based on a combination of standard techniques like sentiment analysis and normalisation, to conduct market research in a manner that is free and quick. The method can be used in many application-areas, but this study focuses mainly on the veganism market to identify vegan food preferences in the form of a profile. Several food words are identified, along with their distribution between positive and negative sentiments in the profile. Surprisingly, non-vegan foods such as cheese, cake, milk, pizza and chicken dominate the profile, indicating that there is a significant market for vegan-suitable alternatives for such foods. Meanwhile, vegan-suitable foods such as coconut, potato, blueberries, kale and tofu also make strong appearances in the profile. Validation is performed by using the method on Volkswagen vehicle data to identify positive and negative sentiment across five car models. Some results were found to be consistent with sales figures and expert reviews, while others were inconsistent. The reliability of the method is therefore questionable, so the results should be used with caution.

An Exploration of the Data Collection Methods Utilised with Children, Teenagers and Young People (CTYPs)

Background: The impact of cancer upon children, teenagers and young people can be profound. Research has been undertaken to explore the impacts upon children, teenagers and young people with cancer, but little is known about how researchers can ‘best’ engage with this group to explore their experiences. This review paper provides an overview of the utility of data collection methods employed when undertaking research with children, teenagers and young people. A systematic review of relevant databases was undertaken utilising the search terms ‘young people’, ‘young adult’, ‘adolescent’ and ‘data collection methods’. The full-text of the papers that were deemed eligible from the title and abstract were accessed and following discussion within the research team, thirty papers were included. Findings: Due to the heterogeneity in terms of the scope of the papers identified the following data collections methods were included in the results section. Three of the papers identified provided an overview of data collection methods utilised with this population and the remaining twenty seven papers covered the following data collection methods: Digital technologies; art based research; comparing the use of ‘paper and pencil’ research with web-based technologies, the use of games; the use of a specific communication tool; questionnaires and interviews; focus groups and telephone interviews/questionnaires. The strengths and limitations of the range of data collection methods included are discussed drawing upon such issues as of the appropriateness of particular methods for particular age groups, or the most appropriate method to employ when exploring a particularly sensitive topic area. Conclusions: There are a number of data collection methods utilised to undertaken research with children, teenagers and young adults. This review provides a summary of the current available evidence and an overview of the strengths and limitations of data collection methods employed.

Undertaking Sensitive Interviews: Reflections on Interviewing Bereaved Parents

Paediatric palliative care is a rare experience for many GPs. Although they recognise that they have a role to play, and can be is value in providing palliative care, their ability to fulfil this role can be hindered by a lack of role clarity. A qualitative study set in the West Midlands, examined the role of the GP in children's oncology palliative care from the perspective of the GP who had cared for the child receiving palliative scare for cancer at home and the bereaved parent. One-to-one semi-sturcured interviews were undertaken with 18 GPs an 11 bereaved parent following the death. A ground theory data analysis was undertaken: identifying generated themes through chronological comparative data analysis. Reflecting on my experiences working with bereaved families both as a paediatric Macmillan nurse and a researcher, the challenges of undertaking sensitive research, in relation to the vulnerability of the particular group and the nature of questions being asked will be explored.

Comparison of In-Person Versus Telephone Interviews for Early Syphilis and HIV Partner Services in King County, Washington (2010-2014)

Thesis (Master's)--University of Washington, 2016-08

Integrating a mobile accessible electronic system into dockside monitoring: How can small-scale fisheries data collection programs transition from paper-based to digital data collection?

Thesis (Master's)--University of Washington, 2016-06

The use of motivational interviews by nurses to promote health behaviors in adolescents: a scoping review protocol

Adolescents - defined as young people between 10 and 19 years of age1 - are, in general, a relatively healthy segment of the population.2 However, the developmental changes that take place during adolescence may affect their subsequent risk for diseases and for a variety of health-related behaviors. In fact, early onset of preventable health problems (e.g. obesity, malnutrition, STDs) and the engagement in health risk behaviors (e.g., sedentary life style, excessive alcohol consumption, unprotected sex) during adolescence, are likely to put them at greater risk for physical and mental health problems at a later stage in life. Moreover, health related problems and health risk behaviors may disrupt adolescents' physical and cognitive development and therefore may affect their ability to think and act in relation to decisions about their health in the future.1 In summary, health-related behaviors in adolescence, apart from their influence on the continuum of "health-disease", they also have the potential to influence future behaviors. In fact, several studies have shown that past behaviors are good predictors of future behaviors .3,4 Thus, promoting healthy practices during adolescence and taking measures to better protect young people from health risks are essential for the prevention of health problems in adulthood.5 According to the World Health Organization, the main problems affecting young people include mental health problems (such as behavioral disorders, eating disorders, suicide, anxiety or depression), the use of substances (illegal substances, alcohol and tobacco), interpersonal violence, nutrition (a proper nutrition consists of healthy eating habits and physical exercise), unintentional injuries (which are a leading cause of death and disability among young people, with road traffic injuries accounting for about 700 deaths per day), sexual and reproductive health (for example, risky sexual behaviors, early pregnancy and childbirth) and HIV (resulting from sexual transmission and drug injection).5,6 On the other hand, the number of children and youth with chronic health conditions has increased dramatically in the past four decades7 as larger numbers of chronically ill children survive beyond the age of 10.8 Despite the lack of data on adolescents' health making it difficult to determine the prevalence of chronic illnesses in this age group9, it is known that one in ten adolescents suffers from a chronic condition worldwide.10 In fact, national population based studies from Western countries show that 20-30% of teenagers have a chronic illness, defined as one that lasts longer than six months.8 The most prevalent chronic illness among adolescents is asthma and the one with the highest incidence is diabetes mellitus, particularly type II.9 Traditionally, healthcare professionals have been mainly investing in health education activities, through the transmission of knowledge with a view to creating habits, customs and behaviors, and promoting healthy lifestyles. However, empowering people does not only consist of giving them the right information11 , i.e. good information is not enough to cause people to make changes.12 The motivation or desire to change unhealthy behaviors and habits depends on many factors, namely intrinsic motivation, control over personal decisions, self-confidence and perception of effectiveness, personal ambivalence, and individualized assistance.12 Many professionals assume that supplying knowledge is sufficient for behavioral changes; however, even very good advice often fails to generate behavioral change. After all, people continue to engage in unhealthy behaviors despite clearly knowing what they should do and how to change. "What is lacking is the motivation to apply that knowledge".13, p.1233 In fact, behavioral change is a complex phenomenon with multiple determinants that also includes motivational variables. It is associated with ambivalent processes expressed in the dilemma between keeping the current status and moving on to new ways of acting. For example, telling adolescents that if they keep on engaging in a certain behavior, they are increasing the risk of developing a long-term condition such as cardiovascular disease, stroke or diabetes is rarely enough to trigger the desired behavioral change; people are more likely to change when they believe that the change is really effective and that they are able to implement it.12 Therefore, it is essential to provide specific training for "healthcare professionals to master motivational techniques, avoid confrontation with the users, and facilitate behavioral changes".14 In this context, motivating patients to make behavioral changes is also an important nursing task where change in lifestyle is a major element of patients' treatment and preventive interventions.15 One of the nurse's goals is to help improve a patient's health or help them to manage existing health conditions. Once nurses are in a position where they have to focus on accomplishing tasks and telling patients what needs to be accomplished16, the role of the nurse is expanding even more into the use of motivational strategies.17 MI is bringing nurses back to therapeutic communication and moving them closer to successful health promotion and disease management, by promoting behavior change and empowering their patients. As the nursing profession evolves, MI is seen as a challenge and the basis of nurse's interactions with individuals, families and communities.16, 17 In the same way, MI may be taken as an essential tool in the provision of nursing care to adolescents, being itself a workspace with possible therapeutic effects regarding problems, clarification of doubts, and development of skills.18 In fact, MI may be particularly applicable in work with adolescents because of their specific developmental stage. Adolescents attempt to establish their own autonomy and identity while struggling with social interactions and moral issues, which leads to ambivalence.19 Consistent with the developmental challenges during adolescence, "MI explicitly honors autonomy, people's right and irrevocable ability to decide about their own behavior"20 while allowing the person to explore possibilities for change of risky or maladaptive behaviours.19 MI can be defined as a directive, client-centred counselling style for eliciting behavior change by helping clients to explore and resolve ambivalence. It is most centrally defined not by technique but by its spirit as a facilitative style of interpersonal relationship.21 It is a set of strategies and techniques widely used in clinical practice based on the transtheoretical model of change. The Stages of Change model describes five stages of readiness—precontemplation, contemplation, preparation, action, and maintenance—and provides a framework for understanding behavior change.22 The MI has been widely tested and applied in different areas, such as modification of addictive behaviors, interventions with offenders in the context of justice, eating disorders, promotion of therapeutic adherence among chronic patients, promotion of learning in school settings or intervention with adolescents at risk.18,23 In general, clinical practice has been adopting the perspective of motivation as something relatively immutable, i.e., the adolescent is either motivated for change/treatment and, in these conditions, the professional's role is to help him/her, or the adolescent is not motivated and then change/treatment is not feasible. Alternatively the theoretical model underlying the MI technique postulates that the individual's adherence to change/treatment depends on his/her motivation, which can change throughout the therapeutic intervention. As several studies found positive results for effects of MI24-26 and its use by health professionals is encouraged23,27 nurses may play an important role in patients' process of change. As nurses have a crucial role in clinical contexts, they can facilitate the process of ending risk behaviors and/or adopting positive health behaviors through some motivational techniques, namely with adolescents. A considerable number of systematic reviews about MI already exist pointing to some benefits of its use in the treatment of a broad range of behavioral problems and diseases.13,28,29 Some of the current reviews focus on examining the effectiveness of MI for adolescents with diverse health risks/problems 30-32. However, to date there are no reviews that present and assess the evidence for the use of nurse-led MI in adolescents. Therefore, we have little knowledge of what works for whom (which adolescent subpopulation) under what circumstances (in which setting, for what problem) in relation to motivational interviewing by nurses. There is a clear need for scoping or mapping the use of MI by nurses with adolescents to identify evidence gaps and to inform opportunities for future development in nursing practice. On the other hand, information regarding nurse-led implemented and evaluated interventions, techniques and/or strategies used, contexts of application and adolescents subpopulation groups is dispersed in the literature33-36 which impedes the formulation of precise questions about the effectiveness of those interventions conducted by nurses and therefore the realization of a systematic review. In other words, it is known that different kind of motivational interventions have been implemented in different contexts by nurses, however does not exist a map about all the motivational techniques and/or strategies used. Furthermore the literature does not clarify which is the role of nurses at cross professional motivational intervention implemented programs and finally the outcomes and evaluation of interventions are unclear. Thus, the practical implication of this mapping will be clarifying all these aspects. Without this clarification is not possible to proceed to the realization of a systematic review about the effectiveness of the use of motivational interviews by nurses to promote health behaviors in adolescents, in a particular context and/or health risk behavior; or regarding the effectiveness of certain technique and/or strategy of MI. Consequently, there are important questions about the nature of the evidence in this area that need to be answered before formulating a precise question of effectiveness. This scoping review aims to respond to these questions. An initial search of the JBI Database of Systematic Reviews & Implementation Reports, Cochrane Database of Systematic Reviews, , Database of promoting health effectiveness reviews (DoPHER), The Campbell Library, Medline and CINAHL, has revealed that currently there is no Scoping Review (published or in progress) on the subject. In this context, this scoping review will examine and map the published and unpublished research around the use of MI by nurses implemented and evaluated to promote health behaviors in adolescents; to establish its current extent, range and nature and identify its feasibility, outcomes and gaps in the evidence defining research priorities in this field. This scoping review will be informed by the JBI methodology37 that suggests a five stage methodological framework for conducting scoping reviews which includes: identifying the research question, searching for relevant studies, selecting studies, charting data, collating, summarizing and reporting the results.

Der Umgang mit Forschungsdaten an der Leibniz Universität Hannover. Auswertung einer Umfrage und ergänzender Interviews 2015/16

Im Kontext des Projekts „Entwicklung eines institutionellen Konzepts zum Forschungsdatenmanagement an der Leibniz Universität Hannover“ wurden 2015/16 eine universitätsinterne Online-Umfrage und ergänzende Interviews durchgeführt. Deren Ergebnisse ermöglichen einen Einblick in den derzeitigen Umgang mit Forschungsdaten und eine Abschätzung des Bedarfs an Beratung, Schulung und technischer Infrastruktur seitens des wissenschaftlichen Personals. In diesem Bericht werden die Daten präsentiert und ausgewertet.

DEVELOPMENT OF A FAIR CHARGING MODEL FOR A PUBLIC DATA CENTER

The purpose of the study was to explore how a public, IT services transferor, organization, comprised of autonomous entities, can effectively develop and organize its data center cost recovery mechanisms in a fair manner. The lack of a well-defined model for charges and a cost recovery scheme could cause various problems. For example one entity may be subsidizing the costs of another entity(s). Transfer pricing is in the best interest of each autonomous entity in a CCA. While transfer pricing plays a pivotal role in the price settings of services and intangible assets, TCE focuses on the arrangement at the boundary between entities. TCE is concerned with the costs, autonomy, and cooperation issues of an organization. The theory is concern with the factors that influence intra-firm transaction costs and attempting to manifest the problems involved in the determination of the charges or prices of the transactions. This study was carried out, as a single case study, in a public organization. The organization intended to transfer the IT services of its own affiliated public entities and was in the process of establishing a municipal-joint data center. Nine semi-structured interviews, including two pilot interviews, were conducted with the experts and managers of the case company and its affiliating entities. The purpose of these interviews was to explore the charging and pricing issues of the intra-firm transactions. In order to process and summarize the findings, this study employed qualitative techniques with the multiple methods of data collection. The study, by reviewing the TCE theory and a sample of transfer pricing literature, created an IT services pricing framework as a conceptual tool for illustrating the structure of transferring costs. Antecedents and consequences of the transfer price based on TCE were developed. An explanatory fair charging model was eventually developed and suggested. The findings of the study suggested that the Chargeback system was inappropriate scheme for an organization with affiliated autonomous entities. The main contribution of the study was the application of TP methodologies in the public sphere with no tax issues consideration.

Pedagogical interventions to overcome communication apprehension in employment interviews among career students.

Career programs in the Cegep system base their training on various learning activities, which are followed by a practicum. The objective is to achieve a certain number of competencies, deemed necessary by the Ministry of Education, for entry-level occupations in to the workforce. The Graphic Communications program offered at Champlain College Saint-Lambert is a three-year career program that leads to employment in the field of graphics. Many students have part-time jobs during their schooling period but most of those jobs do not relate to their field of study. Several graduates stated they were unable to persuade employers to hire them for an externship or stage at the end of their program. While jobs are important for their general skills, since they are not directly related to the field, these jobs may not have given the students a suitable model for the conduct of an employment interview. Practice interviews may be one of many successful training methods to lower communication apprehension (CA) levels. CA is defined as "an individual's level of fear or anxiety associated with either real or anticipated communication with another person or persons." This paper examines the literature on CA and employment interviews and evaluates whether pedagogical interventions, including monitored phone calls to employers and practice-videotaped interviews, allow students to feel more confident about interviewing for a future job. A qualitative tool was used to gather scientific measurements of the participants' levels of CA both at the beginning and at the end of the Career Planning course. Open-ended reflective journals gathered quantitative data on the impact specific instructional strategies had on the participants. The pedagogical interventions that were examined and tested were as follows: preparation of scripts, monitored phone calls, videotaped practice interviews, and inclass access to professional assistance. Results indicate that all interventions had a positive impact on lowering levels of CA. It is clear that positive conclusions were drawn by the students as to usefulness of these activities. Overall, participants who responded to the reflective journal questions felt positive about the contribution of this preparatory career course to their CA levels. The results of the quantitative tool were consistent with previous research and the analysis of the reflective journals gave additional support to the usefulness of the interventions on students' confidence levels. Recommandations for improvements to the curriculum include the need for students to be taugh formally about metacognition and how to monitor it. Students need to be exposed to videotaped interviews more often. They should be better prepared for unexpected interview questions, and they should experience formal rehearsals with one of their instructors before the actual practice interview. Some of these recommendations have already been successfully implemented in the program's curriculum.||Résumé:Le but de ce travail était de vérifier si certaines activités pédagogiques sont efficaces pour faire baisser le niveau d'anxiété lié à la communication orale lors de leurs entrevues d'embauche. L'objectif des programmes techniques au Québec est de fournir aux étudiants un certain nombre de compétences définies par le ministèe de l'Éducation, des Loisirs et du Sport afin que ces derniers puissent fournir des services de techniciens spécialisés aux entreprises. Le programme nommé Office Systems Technology (412) du collège Champlain de Saint-Lambert, a choisi la voie de la spécialisation en microédition et hypermédia en 1999 et a changé son nom pour Graphic Communications en 2005. Les programmes techniques au Cégep incluent un stage en milieu de travail à la fin d'un programme de trois ans et par le fait même, une entrevue pour obtenir un stage en entreprise. La compétence visée par cette étude est l'intégration au marché du travail et le cheminement professionnel des étudiants. Lors d'enquêtes informelles, plusieurs étudiants du programme ont fait part de leurs difficultés à trouver un stage en fin d'études. Certains auteurs suggèrent que ces étudiants n'ont pas de modèles appropriés lors de la tenue d'une entrevue d'emploi. Ils proposent de diminuer le niveau d'anxiété lié à la communication orale lors d'entrevues d'embauche en offrant des pratiques d'entrevue aux étudiants. Cette recherche a examiné la littérature au sujet de l'anxiété de communication, plus précisément lors d'entrevues. Elle avait pour mandat d'évaluer si les activités pédagogiques d'un cours de préparation à la carrière ont été efficaces pour faire baisser les taux d'anxiété en communication orale lors d'entrevues. En plus, une conseillère à l'emploi fut invitée à plusieurs reprises afin de fournir un support professionnel en classe, étant donné que les étudiants ne prennent pas nécessairement le temps de consulter des professionnels en raison de leurs activités personnelles trop nombreuses. Le type d'enseignement évalué est considéré comme stratégique, étant donné qu'il agit au niveau cognitif et métacognitif de l'étudiant. Le cours de préparation à l'emploi débute par la vérification des acquis antérieurs des étudiants et il tient compte de leur motivation scolaire et professionnelle. De plus, il est axé sur la construction du savoir en proposant des activités de plus en plus complexes, débutant par la rédaction de textes à utiliser lors d'appels aux employeurs, en passant par la préparation et la pratique d'appels et se terminant par des entrevues d'emploi qui serviront de modèle à perfectionner par chaque étudiant. Ces entrevues se font avec des employeurs qui ont déjà embauché des étudiants du programme de Graphic Communications au collège Champlain de Saint-Lambert et sont enregistrées sur bande vidéo afin de permettre une visualisation ultérieure et cohérente avec les objectifs visés. La méthodologie de cette recherche inclut deux outils, un quantitatif et un qualitatif. L'outil quantitatif permet de mesurer scientifiquement les taux d'appréhension en communication des étudiants au début et à la fin du cours de préparation à l'emploi. Cet outil est la fusion de deux outils, le Personal Report of Communication Apprehension ou PRCA-24, qui fut développé par McCroskey (1984), en tandem avec celui de Wongprasert & Ayres (2000), qui lui met l'accent sur les entrevues d'emploi. Les réponses à cet outil combiné sont évaluées sur une échelle Likert de cinq points. L'outil qualitatif est une série de questions auxquelles les étudiants ont répondu quatre fois lors de la session. Les réponses à ces questions ont été analysées et les commentaires des étudiants évalués. Il découle de cette analyse que les niveaux d'anxiété des étudiants qui ont participé (14) étaient définitivement à la baisse en fin de cours. La pratique téléphonique structurée, dans un laboratoire avec les téléphones, a été très révélatrice pour les étudiants. Ils ont appris comment utiliser un script comme piste de départ pour un appel et qu'il était possible de contourner certains obstacles de façon professionnelle. Ensuite, lors d'une visite d'une compagnie de graphisme, ils ont pu observer divers modèles d'emploi. Ils ont eu la possibilité de poser des questions sur le fonctionnement et les besoins de l'entreprise. Ceci facilita la rédaction de leur curriculum vitae en leur permettant de mieux décrire leurs acquis en fonction d'emplois recherchés. Par la suite, ils se sont préparés pour une pratique d'entrevue, filmée. Les interviewers avaient déjà travaillé avec le collège et avaient déjà embauché certains étudiants de ce programme, donc ils connaissaient leur potentiel. Une liste de questions possibles fut suggérée mais il n'en restait pas moins que les interviewers pouvaient les modifier, ceci étant représentatif du marché de l'emploi. Même si le collège fournit un enseignement en anglais, un des intervieweurs donna ses entrevues en français. Trois étudiants se sont portés volontaires, mais deux ont constaté qu'ils auraient dû pratiquer leur script en français avant l'entrevue pour mieux diminuer leur niveau d'anxiété. Finalement, les étudiants durent visionner leur segment d'entrevue : ceci leur a permis de voir si leur attitude non-verbale concordait avec ce qu'ils ressentaient en entrevue et d'emmener les correctifs appropriés. Les taux d'anxiété furent vérifiés une deuxième fois en fin de session et les résultats ont démontré une baisse des taux d'appréhension. Les résultats de cette étude concordent donc avec ceux trouvés dans la littérature et donnent de bonnes pistes pour l'amélioration de ce cours de préparation à la carrière. L'auteur recommande d'enseigner la métacognition de façon formelle et ainsi de faciliter la prise de conscience des apprentissages que les étudiants effectuent. De plus, les étudiants devraient être filmés en studio au moins une fois par année pour diminuer le facteur de stress causé par les caméras et finalement ils pourraient certainement bénéficier de pratiques formelles d'entrevue avec un instructeur avant l'entrevue filmée. L'augmentation des pratiques a déjà été mise en oeuvre dans le programme et des résultats positifs se sont ensuivis.

Detecting outliers and asserting consistency in agriculture ground truth information by using temporal VI data from modis.

Collecting ground truth data is an important step to be accomplished before performing a supervised classification. However, its quality depends on human, financial and time ressources. It is then important to apply a validation process to assess the reliability of the acquired data. In this study, agricultural infomation was collected in the Brazilian Amazonian State of Mato Grosso in order to map crop expansion based on MODIS EVI temporal profiles. The field work was carried out through interviews for the years 2005-2006 and 2006-2007. This work presents a methodology to validate the training data quality and determine the optimal sample to be used according to the classifier employed. The technique is based on the detection of outlier pixels for each class and is carried out by computing Mahalanobis distances for each pixel. The higher the distance, the further the pixel is from the class centre. Preliminary observations through variation coefficent validate the efficiency of the technique to detect outliers. Then, various subsamples are defined by applying different thresholds to exclude outlier pixels from the classification process. The classification results prove the robustness of the Maximum Likelihood and Spectral Angle Mapper classifiers. Indeed, those classifiers were insensitive to outlier exclusion. On the contrary, the decision tree classifier showed better results when deleting 7.5% of pixels in the training data. The technique managed to detect outliers for all classes. In this study, few outliers were present in the training data, so that the classification quality was not deeply affected by the outliers.